Items where Research Area is "Data Mining and Machine Learning" and Year is 2016

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Number of items: 24.

Journal Paper

  • Prediction consistency of lasso regression does not need normal errors
    Hlavackova-Schindler, Katerina pp. 1-7 ISSN 2231-0851 SCIENCEDOMAIN international (2016)

  • Evaluating transfer entropy for normal and γ-order normal distributions
    Hlavackova-Schindler, Katerina and Toulias, Thomas and Kitsos, Christos pp. 1-20 ISSN 2231-0851 SCIENCEDOMAIN international (2016)

  • Synchronization-based scalable subspace clustering of high-dimensional data
    Shao, Junming and Wang, Xinzuo and Yang, Qinli and Plant, Claudia and Böhm, Christian Knowledge and Information Systems. pp. 1-29 ISSN 0219-1377 (2016)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • Cache-oblivious Loops Based on a Novel Space-filling Curve
    Böhm, Christian and Perdacher, Martin and Plant, Claudia In: IEEE International Conference on Big Data 2016 , 5-8 Dec 2016 , Washington D.C. (2016)

  • Cooperative Graphical Models
    Djolonga, Josip and Jegelka, Stefanie and Tschiatschek, Sebastian and Krause, Andreas In: Neural Information Processing Systems (NIPS) , 05.-10.12.2016 , Barcelona, Spain (2016)

  • Variational Inference in Mixed Probabilistic Submodular Models
    Djolonga, Josip and Tschiatschek, Sebastian and Krause, Andreas In: Neural Information Processing Systems (NIPS) , 05.-10.12.2016 , Barcelona, Spain (2016)

  • Faster Algorithms for the Maximum Common Subtree Isomorphism Problem
    Droschinsky, Andre and Kriege, Nils M. and Mutzel, Petra In: 41st International Symposium on Mathematical Foundations of Computer Science (MFCS) , 22.-26.08.2016 , Krakow, Poland (2016)

  • MeGS: Partitioning Meaningful Subgraph Structures using Minimum Description Length
    Goebl, S. and Tonch, A. and Böhm, Christian and Plant, Claudia In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • On Valid Optimal Assignment Kernels and Applications to Graph Classification
    Kriege, Nils M. and Giscard, Pierre-Louis and Wilson, Richard C. In: The Thirtieth Conference on Neural Information Processing Systems (NIPS) , 05.-10.12.2016 , Barcelona, Spanien (2016)

  • Factorizing Complex Discrete Data "with Finesse"
    Maurus, S. and Plant, Claudia In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Skinny Dip. Clustering in a Sea of Noise
    Maurus, S. and Plant, Claudia In: 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 13-17 Aug 2016 , San Francisco (2016)

  • Subspace Clustering Ensembles through Tensor Decomposition
    Mautz, Dominik and Böhm, Christian and Plant, Claudia In: IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain. , 12 Dec 2016 , Barcelona, Spain (2016)

  • Faster Kernels for Graphs with Continuous Attributes via Hashing
    Morris, Christopher and Kriege, Nils M. and Kersting, Kristian and Mutzel, Petra In: 16th IEEE International Conference on Data Mining (ICDM) , 12.-15.12.2016 , Barcelona, Spanien (2016)

  • Virtual Adversarial Training Applied to Neural Higher-Order Factors for Phone Classification
    Ratajczak, Martin and Tschiatschek, Sebastian and Pernkopf, Franz In: Annual Conference of the International Speech Communication Association (INTERSPEECH) , 08.-12.09.2016 , San Francisco, California, USA (2016)

  • Clustering with the Levy Walk: ”Hunting” for Clusters
    Schelling, Benjamin and Plant, Claudia In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Actively Learning Hemimetrics with Applications to Eliciting User Preferences
    Singla, Adish and Tschiatschek, Sebastian and Krause, Andreas In: International Conference on Machine Learning (ICML) , 19.-24.06.2016 , New York, New York, USA (2016)

  • Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization
    Singla, Adish and Tschiatschek, Sebastian and Krause, Andreas In: Conference on Artificial Intelligence (AAAI) , 12.-17.02.2016 , Phoenix, Arizona, USA (2016)

  • Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation
    Tschiatschek, Sebastian and Djolonga, Josip and Krause, Andreas In: International Conference on Artificial Intelligence and Statistics (AISTATS) , 09.-11.05.2016 , Cadiz, Spain (2016)

  • FUSE: Full Spectral Clustering
    Ye, W. and Goebl, S. and Plant, Claudia and Böhm, Christian In: 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , 13-17 Aug 2016 , San Francisco (2016)

  • Generalized Independent Subspace Clustering
    Ye, W. and Maurus, S. and Hubig, N. and Plant, Claudia In: IEEE International Conference on Data Mining (ICDM) 2016 , 12-15 Dec 2016 , Barcelona, Spain (2016)

  • Gaussian Component based Index for GMMs
    Zhou, L. and Fiedler, F. and Wackersreuther, B. and Plant, Claudia and Böhm, Christian In: IEEE International Conference on Data Mining series (ICDM) 2016 , 12-15 Dec 2016 , Barcelona (2016)

  • Covariate-Related Structure Extraction from Paired Data
    Zhou, Linfei and Georgii, Elisabeth and Plant, Claudia and Böhm, Christian In: Information Technology in Bio- and Medical Informatics - 7th International Conference, ITBAM 2016, Porto, Portugal, September 5-8, 2016, Proceedings , 5-8 Sep 2016 , Porto, Potugal (2016)

    • Book Section/Chapter

  • Granger causality for ill-posed problems: Ideas, methods, and application in life science
    Hlavackova-Schindler, Katerina and Naumova, Valeriya and Pereverzyev Jr., Sergiy In: Statistics and Causality. Wiley Series in Probability and Statistics, 1 Wiley, USA, pp. 248-276 ISBN 978-1-118-94704-3 (2016)

    • Thesis

  • LeMATo - LexicoMetric Analysis TOol
    Perdacher, Martin Masters thesis (2016)

    • This list was generated on Wed Nov 13 00:00:35 2024 CET.
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